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Danilo Jimenez Rezende
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My name is Danilo Jimenez Rezende. I am a Staff Research Scientist at Google DeepMind, where I work on general-purpose probabilistic machine reasoning and learning algorithms.
My research focus on scalable inference methods, generative models of complex data (such as images and video), applied probability, Bayesian analysis and unsupervised (deep) learning.
My research focus on scalable inference methods, generative models of complex data (such as images and video), applied probability, Bayesian analysis and unsupervised (deep) learning.
Papers56 papers
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Rezende Danilo Jimenez, Papamakarios George, Racanière Sébastien, Albergo Michael S., Kanwar Gurtej,Shanahan Phiala E., Cranmer Kyle
ICML, pp.8083-8092, (2020)
International Conference on Learning Representations, (2020)
Kanwar Gurtej, Albergo Michael S., Boyda Denis, Cranmer Kyle, Hackett Daniel C., Racanière Sébastien,Rezende Danilo Jimenez,Shanahan Phiala E.
Physical review letters, no. 12 (2020): 121601
Wirnsberger Peter, Ballard Andrew J., Papamakarios George, Abercrombie Stuart, Racanière Sébastien, Pritzel Alexander,Rezende Danilo Jimenez,Blundell Charles
The Journal of chemical physics, no. 14 (2020): 144112
Rezende Danilo J.,Danihelka Ivo, Papamakarios George, Ke Nan Rosemary, Jiang Ray,Weber Theophane,Gregor Karol, Merzic Hamza,Viola Fabio, Wang Jane, Mitrovic Jovana, Besse Frederic
arXiv: Computer Vision and Pattern Recognition, (2019)
Toth Peter,Rezende Danilo Jimenez, Jaegle Andrew, Racanière Sébastien,Botev Aleksandar,Higgins Irina
ICLR, (2019)
ICLR, (2019)
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), (2019): 13475-13487
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), (2019): 12329-12338
Simon A. A. Kohl,Bernardino Romera-Paredes, Clemens Meyer, Jeffrey De Fauw,Joseph R. Ledsam,Klaus H. Maier-Hein,S. M. Ali Eslami,Danilo Jimenez Rezende,Olaf Ronneberger
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018), (2018): 6965-6975
Ananya Kumar,S. M. Ali Eslami,Danilo Jimenez Rezende, Marta Garnelo,Fabio Viola,Edward Lockhart,Murray Shanahan
arXiv: Computer Vision and Pattern Recognition, (2018)
Bibtex
arXiv: Machine Learning, (2018)
Cited by15Bibtex
Marta Garnelo, Jonathan Schwarz, Dan Rosenbaum, Fabio Viola,Danilo J. Rezende,S. M. Ali Eslami,Yee Whye Teh
CoRR, (2018)
Irina Higgins, David Amos,David Pfau, Sébastien Racanière, Loïc Matthey,Danilo J. Rezende, Alexander Lerchner
arXiv: Learning, (2018)
arXiv: Computer Vision and Pattern Recognition, (2018)
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